Enterprise AI Platform Architecture Guide · v1.1

Introduction

Enterprise AI platforms require more than model access.

Chapters · Introduction

A production platform must coordinate identity, data access, retrieval, model gateways, evaluation, observability, and operating ownership. This guide presents a reference structure for those control domains.

The architecture is intentionally vendor-adaptable. Specific services should be selected according to existing platforms, regulatory obligations, workload requirements, and operational capability.

  • Define business and risk boundaries before selecting models.
  • Preserve source permissions through ingestion and retrieval.
  • Treat evaluation and observability as platform services, not project tasks.